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1. APP
Research

and optimization of Monet Carlo algorithms. Both simulation and data analysis require considerable resources, e.g. in CPU time, memory, data transfer rates and energy. We are working to minimize these resources [...] reconstruction and the energy reconstruction of the messenger particles are highly complex tasks for data analysis. We have therefore developed leading methods of machine learning and artificial intelligence in [...] with computer science and statistics for twelve years in the Collaborative Research Centre 876 "Data Analysis under Resource Constraints" and are continuing this work in cooperation with the LAMARR Institute …
1. Physik
2. Event: 7/17/2024
Thesis defense of Lukas Nickel

experiments that are much more sensitive than currently available as well as more advanced methods of data analysis. To this end, a new observatory is currently under construction: the Cherenkov Telescope Array [...] in 2018. It is since taking data and producing the first scientific results as part of the commissioning while more telescopes of the CTAO are built. In this thesis, data from observations of the radio [...] and January 2024 is analyzed using the low-level analysis pipeline for the LST-1, lstchain, and the CTAO science tool gammapy. A three-dimensional analysis is developed and performed, including the construction …
1. AI
2. AI Ecosystem
3. AI and ML Projects
Dataninja

with regard to three dedicated domains: Consider Artificial Intelligence as a catalyst for data analysis and data mining in science; establish AI as part of the whole value chain for business and production; [...] Dataninja Trustworthy AI for Seamless Problem Solving: Next Generation Intelligence Joins Robust Data Analysis Artificial Intelligence is entering more and more our lives with the goal of supporting and helping …
1. Department of Statistics
Chandratre Prerana

Prerana Job title Working Student Data Analyst Where do you work? Medice GmbH, Iserlohn, Germany What do you do in your job? Implementing statistical methods for data analysis with R programming Where do you …
1. dbis
2. Publications
3. 2020
Shared Load(ing)

Innovative Data Systems Research (CIDR), Amsterdam, January 2020. Download PDF Abstract Bulk loading into the optimized storage of a database system is a performance-critical task for data analysis, replication [...] offloading deserialization and data transformation to the machine where the input data resides. In our evaluation we demonstrate that, for different network bandwidths and data sets, Shared Loading accelerates [...] performance and predictability of queries running concurrently. Project Real-Time Analysis and Storage for High-Volume Data in Particle Physics (SFB 876, C5) MxKernel: A Bare-Metal Runtime System for Database …
1. DoCMA
2. Team
3. Professors
DoCMA – Erich Schubert

especially cluster analysis, anomaly detection and text mining, as well as database techniques to accelerate such analysis processes since 2014 increasingly involved in the analysis of text data streams Send [...] topic of outlier detection in high-dimensional data from 2016 to 2018 postdoc and substitute professor at Heidelberg University since professor for data mining at TU Dortmund research focus on unsupervised …
1. dbis
2. Research
3. Projects
Real-time analysis and storage for high-volume data

High-Volume Data in Particle Physics Project Sub-project C5: Realtime Analysis and Storage for High-Volume Data in Particle Physics of SFB 876 addresses the very large data volumes that arise in scientific [...] Processing of Scientific Data . HardBD 2018. Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake, and Volker Markl. Efficient Storage and Analysis of Genome Data in Databases. Date [...] Analyze Physical Data at Scale . BTW 2017. Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake and Volker Markl. Efficient Storage and Analysis of Genome Data in Databases . BTW …
1. SAG
2. News: 3/21/2024
FAIR Workshop on "Digital Trace Data in Social Science Research"

discussion and practical data collection exercises using the statistical programming language R. Analysis of Digital Trace Data : The second section delves into the analysis of the data discussed earlier. It [...] participants will be introduced to digital trace data and its collection (block 1) as well as the analysis of digital trace data, especially text data (block 2). Our invited speakers are: Prof. Dr. Frauke [...] these data, data quality, and their potential for social and cultural science research, along with the prerequisites for leveraging these potentials. Special attention is given to social media data from …
1. FAIR
2. News: 9/29/2023
FAIR workshop on "Using Resampling and Simulation to Tackle Heterogeneity in Social Science Research"

range of topics. These included simulation techniques, resampling methods, multivariate data analysis, regression analysis, dealing with missing values and imputation methods. If you would like more information [...] by the interdisciplinary research area FAIR in collaboration with the Research Center Trustworthy Data Science and Security, the two-day event took place on September 22 and 25, 2023, at TU Dortmund University …
1. BD
2. Studies
Courses

Learning GLM Data Science in Context Introduction to Data Science I Pre-Course Data Science (Alexander Gerharz) Prerequisite Reading Courses Summer term 2020 Survival Analysis Introduction to Data Science II [...] Mathematical Statistics Survival Analysis Introduction to Data Science 1 Data Sience in Context Summer term 2022 Advanced Statistical Learning GLM Winter term 2021/22 Survival Analysis Summer term 2021 Advanced [...] II Winter term 2019/20 Advanced Statistical Learning GLM Introduction to Data Science I Pre-Course Data Science (Alexander Gerharz) Summer term 2019 Statistics IV: Statistical methods Winter term 2018/19 …